{"id":"W4294884454","doi":"10.1371/journal.pgph.0000560","title":"Investigating the role of climate-related disasters in the relationship between food insecurity and mental health for youth aged 15–24 in 142 countries","year":2022,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Mental health; Multilevel model; Psychology; Confidence interval; Suicide prevention; Environmental health; Occupational safety and health; Global health; Medicine; Demography; Poison control; Geography; Public health; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008455607,0.000203689,0.0005221533,0.0001887178,0.004484573,0.00003387354,0.0004274084,0.0001436266,0.00002592951],"category_scores_gemma":[0.001268197,0.0001619173,0.00006033178,0.001164779,0.0002284444,0.0002671115,0.0003280614,0.001451179,0.000003534567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123378,"about_ca_system_score_gemma":0.002155017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005259698,"about_ca_topic_score_gemma":0.0179778,"domain_scores_codex":[0.9915546,0.004614052,0.001674013,0.0003715637,0.0006269409,0.001158817],"domain_scores_gemma":[0.9961689,0.002170715,0.0009298192,0.0003567805,0.00006672959,0.0003070327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002485714,0.0001267071,0.7473843,0.0005374348,0.00001307489,7.851453e-8,0.1568043,0.00001093714,5.191334e-8,0.09435981,0.0005648444,0.0001736188],"study_design_scores_gemma":[0.001828879,0.0005892898,0.7449605,0.0002378812,0.000009594201,0.000001218796,0.2251844,0.0004318224,5.359872e-8,0.02192877,0.004690262,0.0001373166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8734899,0.00145328,0.000003728793,0.1145614,0.000232666,0.003910677,0.005906841,0.00005037608,0.0003911296],"genre_scores_gemma":[0.9909602,0.0001193239,0.0001153901,0.007387262,0.00006673193,0.0004579386,0.000872396,0.0000175333,0.000003164314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174704,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2489398795084565,"score_gpt":0.4158596435659663,"score_spread":0.1669197640575099,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}